SOTAVerified

Segmentation

Papers

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Showing 6926–6950 of 13072 papers

TitleStatusHype
WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron MicroscopyCode0
Large Batch and Patch Size Training for Medical Image Segmentation—0
A Theory of Stable Market Segmentations—0
Towards an efficient Iris Recognition System on Embedded Devices—0
GradMix for nuclei segmentation and classification in imbalanced pathology image datasets—0
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical AnalysisCode0
Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation—0
Self-supervised Amodal Video Object SegmentationCode0
An Interpretable Deep Semantic Segmentation Method for Earth Observation—0
Diversity-Promoting Ensemble for Medical Image Segmentation—0
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images—0
SLAMs: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation—0
High-Fidelity Visual Structural Inspections through Transformers and Learnable Resizers—0
Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks—0
CobNet: Cross Attention on Object and Background for Few-Shot Segmentation—0
Adversarial Transformer for Repairing Human Airway Segmentation—0
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning—0
MGTUNet: An new UNet for colon nuclei instance segmentation and quantification—0
Improving Segmentation of Breast Ultrasound Images: Semi Automatic Two Pointers Histogram Splitting Technique—0
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming—0
A Unified View of Masked Image ModelingCode0
Improved lung segmentation based on U-Net architecture and morphological operations—0
HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation—0
Comparative analysis of deep learning approaches for AgNOR-stained cytology samples interpretation—0
Segmentation-free Direct Iris Localization Networks—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified